TY  - JOUR
AU  - Gómez Villegas, Miguel A.
AU  - Main Yaque, Paloma
AU  - Viviani, Paola
PY  - 2014
DO  - 10.1016/j.ins.2014.02.025
SN  - 0020-0255
UR  - https://hdl.handle.net/20.500.14352/33619
T2  - Information sciences
AB  - We introduce a methodology for sensitivity analysis of evidence variables in Gaussian Bayesian networks. Knowledge of the posterior probability distribution of the target variable in a Bayesian network, given a set of evidence, is desirable. However,...
LA  - eng
M2  - 115
PB  - Elsevier
KW  - Entropy
KW  - Evidence propagation
KW  - Gaussian Bayesian network
KW  - Mutual information
KW  - Sensitivity analysis
TI  - Sensitivity to evidence in Gaussian Bayesian networks using mutual information
TY  - journal article
VL  - 275
ER  -